Triple

T6040103
Position Surface form Disambiguated ID Type / Status
Subject IEEE Education Society E134521 entity
Predicate publishes P80 FINISHED
Object IEEE Transactions on Education
IEEE Transactions on Education is a peer-reviewed academic journal focusing on research and innovations in engineering and technology education.
 E564717 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: IEEE Transactions on Education | Statement: [IEEE Education Society, publishes, IEEE Transactions on Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IEEE Transactions on Education
Context triple: [IEEE Education Society, publishes, IEEE Transactions on Education]
  • A. Journal of Engineering Education
    The Journal of Engineering Education is a leading peer-reviewed scholarly journal that advances research and practice in engineering education worldwide.
  • B. IEEE Education Society
    The IEEE Education Society is a professional society within the Institute of Electrical and Electronics Engineers dedicated to advancing engineering education, educational research, and instructional innovation worldwide.
  • C. Advances in Engineering Education
    Advances in Engineering Education is a peer-reviewed journal focusing on innovative practices, research, and scholarship in engineering education.
  • D. IEEE Educational Activities
    IEEE Educational Activities is a branch of IEEE that develops and delivers educational programs, resources, and accreditation-related initiatives to support lifelong learning for engineers, students, and technology professionals worldwide.
  • E. American Society for Engineering Education
    The American Society for Engineering Education is a nonprofit organization dedicated to advancing innovation, excellence, and access in engineering and engineering technology education through collaboration among academic institutions, industry, and government.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: IEEE Transactions on Education
Triple: [IEEE Education Society, publishes, IEEE Transactions on Education]
Generated description
IEEE Transactions on Education is a peer-reviewed academic journal focusing on research and innovations in engineering and technology education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IEEE Transactions on Education
Target entity description: IEEE Transactions on Education is a peer-reviewed academic journal focusing on research and innovations in engineering and technology education.
  • A. Journal of Engineering Education
    The Journal of Engineering Education is a leading peer-reviewed scholarly journal that advances research and practice in engineering education worldwide.
  • B. IEEE Education Society
    The IEEE Education Society is a professional society within the Institute of Electrical and Electronics Engineers dedicated to advancing engineering education, educational research, and instructional innovation worldwide.
  • C. Advances in Engineering Education
    Advances in Engineering Education is a peer-reviewed journal focusing on innovative practices, research, and scholarship in engineering education.
  • D. IEEE Educational Activities
    IEEE Educational Activities is a branch of IEEE that develops and delivers educational programs, resources, and accreditation-related initiatives to support lifelong learning for engineers, students, and technology professionals worldwide.
  • E. American Society for Engineering Education
    The American Society for Engineering Education is a nonprofit organization dedicated to advancing innovation, excellence, and access in engineering and engineering technology education through collaboration among academic institutions, industry, and government.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056cf82d481909d5161fe3643e7ed completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11393f4ec81909f175de55694b44e completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c11560824081909d1228056607a3bd completed March 23, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69c11607805c8190a9bc734479b1cb8d completed March 23, 2026, 10:29 a.m.
Created at: March 22, 2026, 4:08 p.m.